{"id":"W2790223096","doi":"10.1097/01.nnd.0000320686.49684.c6","title":"Staff Development Story","year":2008,"lang":"en","type":"article","venue":"Journal for Nurses in Staff Development","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Clair College","funders":"","keywords":"Psychology; Library science; Medical education; Gerontology; Medicine; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003806931,0.0001980603,0.0003082498,0.0005276377,0.003896939,0.00002143762,0.0004170239,0.0001565038,0.0005062509],"category_scores_gemma":[0.000872382,0.0001637673,0.00005057985,0.0004369118,0.0001049871,0.0003203042,0.00007991,0.001102069,0.000290879],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002693391,"about_ca_system_score_gemma":0.01514654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001719657,"about_ca_topic_score_gemma":0.0002639913,"domain_scores_codex":[0.9957804,0.0003478586,0.001246925,0.0003192092,0.0008973657,0.001408255],"domain_scores_gemma":[0.9977457,0.0005424555,0.0003643298,0.00018611,0.0004843509,0.0006770525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002799938,0.0008054272,0.04710673,0.0003336316,0.0000391902,0.00005090667,0.1465367,0.0000410528,0.00008592822,0.0002490838,0.7042654,0.100206],"study_design_scores_gemma":[0.0008886261,0.0001429294,0.05486685,0.0002023435,0.000001416171,0.0000295419,0.01727159,0.00002395998,0.0001130444,0.00011844,0.9261422,0.0001990776],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9734395,0.000255746,0.0009909252,0.002006592,0.01849024,0.001376438,0.000005232282,0.00004337198,0.003392009],"genre_scores_gemma":[0.6667107,0.001039146,0.1100527,0.001256347,0.002119728,0.001903733,0.00008802434,0.0001119686,0.2167176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3067287,"threshold_uncertainty_score":0.9973999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1849812087164413,"score_gpt":0.4977269883769082,"score_spread":0.3127457796604669,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}